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      Thematic analysis to explore patients’ experiences with long COVID-19: a conceptual model of symptoms and impacts on daily lives

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          Abstract

          Objectives

          There is limited qualitative research on patients’ experiences with long COVID-19, and how specific symptoms impact their daily lives. The study aimed to understand patients’ lived experiences of long COVID-19 and to develop a conceptual model representing the symptoms and their impact on overall quality of life.

          Setting

          Qualitative study consisting of a comprehensive literature review, and in-depth clinician and patient semistructured interviews.

          Participants

          Forty-one adult patients with long COVID-19, of whom 18 (44%) were recruited through Regeneron Pharmaceuticals’s clinical trials and 23 (56%) through recruitment agencies; 85.4% were female and 73.2% were White. Five independent clinicians treating patients with long COVID-19 were interviewed. Concept saturation was also assessed.

          Primary and secondary outcomes

          Interview transcripts were analysed thematically to identify concepts of interest spontaneously mentioned by patients, including symptoms and their impacts on daily life, to guide the development of the conceptual model.

          Results

          Findings from the literature review and clinician and patient interviews resulted in the development of a conceptual model comprising two overarching domains: symptoms (upper respiratory tract, lower respiratory tract, smell and taste, systemic, gastrointestinal, neurocognitive and other) and impacts (activities of daily living, instrumental activities of daily living, physical impacts, emotional, social/leisure activities and professional impacts). Saturation was achieved for the reported impacts. The symptoms reported were heterogenic; neurocognitive symptoms, such as numbness, ringing in ears, haziness, confusion, forgetfulness/memory problems, brain fog, concentration, difficulties finding the right word and challenges with fine motor skills, were particularly pertinent for several months.

          Conclusion

          The conceptual model, developed based on patient experience data of long COVID-19, highlighted numerous symptoms that impact patients’ physical and mental well-being, and suggests humanistic unmet needs. Prospective real-world studies are warranted to understand the pattern of long COVID-19 experienced in larger samples over longer periods of time.

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          Most cited references40

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          Using thematic analysis in psychology

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            6-month consequences of COVID-19 in patients discharged from hospital: a cohort study

            Background The long-term health consequences of COVID-19 remain largely unclear. The aim of this study was to describe the long-term health consequences of patients with COVID-19 who have been discharged from hospital and investigate the associated risk factors, in particular disease severity. Methods We did an ambidirectional cohort study of patients with confirmed COVID-19 who had been discharged from Jin Yin-tan Hospital (Wuhan, China) between Jan 7, 2020, and May 29, 2020. Patients who died before follow-up, patients for whom follow-up would be difficult because of psychotic disorders, dementia, or re-admission to hospital, those who were unable to move freely due to concomitant osteoarthropathy or immobile before or after discharge due to diseases such as stroke or pulmonary embolism, those who declined to participate, those who could not be contacted, and those living outside of Wuhan or in nursing or welfare homes were all excluded. All patients were interviewed with a series of questionnaires for evaluation of symptoms and health-related quality of life, underwent physical examinations and a 6-min walking test, and received blood tests. A stratified sampling procedure was used to sample patients according to their highest seven-category scale during their hospital stay as 3, 4, and 5–6, to receive pulmonary function test, high resolution CT of the chest, and ultrasonography. Enrolled patients who had participated in the Lopinavir Trial for Suppression of SARS-CoV-2 in China received severe acute respiratory syndrome coronavirus 2 antibody tests. Multivariable adjusted linear or logistic regression models were used to evaluate the association between disease severity and long-term health consequences. Findings In total, 1733 of 2469 discharged patients with COVID-19 were enrolled after 736 were excluded. Patients had a median age of 57·0 (IQR 47·0–65·0) years and 897 (52%) were men. The follow-up study was done from June 16, to Sept 3, 2020, and the median follow-up time after symptom onset was 186·0 (175·0–199·0) days. Fatigue or muscle weakness (63%, 1038 of 1655) and sleep difficulties (26%, 437 of 1655) were the most common symptoms. Anxiety or depression was reported among 23% (367 of 1617) of patients. The proportions of median 6-min walking distance less than the lower limit of the normal range were 24% for those at severity scale 3, 22% for severity scale 4, and 29% for severity scale 5–6. The corresponding proportions of patients with diffusion impairment were 22% for severity scale 3, 29% for scale 4, and 56% for scale 5–6, and median CT scores were 3·0 (IQR 2·0–5·0) for severity scale 3, 4·0 (3·0–5·0) for scale 4, and 5·0 (4·0–6·0) for scale 5–6. After multivariable adjustment, patients showed an odds ratio (OR) 1·61 (95% CI 0·80–3·25) for scale 4 versus scale 3 and 4·60 (1·85–11·48) for scale 5–6 versus scale 3 for diffusion impairment; OR 0·88 (0·66–1·17) for scale 4 versus scale 3 and OR 1·77 (1·05–2·97) for scale 5–6 versus scale 3 for anxiety or depression, and OR 0·74 (0·58–0·96) for scale 4 versus scale 3 and 2·69 (1·46–4·96) for scale 5–6 versus scale 3 for fatigue or muscle weakness. Of 94 patients with blood antibodies tested at follow-up, the seropositivity (96·2% vs 58·5%) and median titres (19·0 vs 10·0) of the neutralising antibodies were significantly lower compared with at the acute phase. 107 of 822 participants without acute kidney injury and with estimated glomerular filtration rate (eGFR) 90 mL/min per 1·73 m2 or more at acute phase had eGFR less than 90 mL/min per 1·73 m2 at follow-up. Interpretation At 6 months after acute infection, COVID-19 survivors were mainly troubled with fatigue or muscle weakness, sleep difficulties, and anxiety or depression. Patients who were more severely ill during their hospital stay had more severe impaired pulmonary diffusion capacities and abnormal chest imaging manifestations, and are the main target population for intervention of long-term recovery. Funding National Natural Science Foundation of China, Chinese Academy of Medical Sciences Innovation Fund for Medical Sciences, National Key Research and Development Program of China, Major Projects of National Science and Technology on New Drug Creation and Development of Pulmonary Tuberculosis, and Peking Union Medical College Foundation.
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              A General Inductive Approach for Analyzing Qualitative Evaluation Data

              D R Thomas (2006)
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                Author and article information

                Journal
                BMJ Open
                BMJ Open
                bmjopen
                bmjopen
                BMJ Open
                BMJ Publishing Group (BMA House, Tavistock Square, London, WC1H 9JR )
                2044-6055
                2024
                16 January 2024
                : 14
                : 1
                : e076992
                Affiliations
                [1 ]Ringgold_7845Regeneron Pharmaceuticals Inc , Tarrytown, New York, USA
                [2 ]Ringgold_561947Modus Outcomes , Cambridge, Massachusetts, USA
                [3 ]Ringgold_12295Weill Cornell Medical College , New York, New York, USA
                [4 ]departmentInfectious Diseases Division , Ringgold_12321Warren Alpert Medical School of Brown University , Providence, Rhode Island, USA
                [5 ]departmentDepartment of Medicine , Ringgold_23534Houston Methodist Hospital , Houston, Texas, USA
                Author notes
                [Correspondence to ] Dr Diana Rofail; diana.rofail@ 123456regeneron.com
                Author information
                http://orcid.org/0000-0002-2125-4734
                http://orcid.org/0000-0002-6138-7021
                http://orcid.org/0000-0001-8936-748X
                Article
                bmjopen-2023-076992
                10.1136/bmjopen-2023-076992
                10806796
                38233059
                f0419584-ed5d-41fc-a02d-b87613eac559
                © Author(s) (or their employer(s)) 2024. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ.

                This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See:  http://creativecommons.org/licenses/by-nc/4.0/.

                History
                : 22 June 2023
                : 22 December 2023
                Funding
                Funded by: FundRef http://dx.doi.org/10.13039/100012399, Biomedical Advanced Research and Development Authority;
                Award ID: HHSO100201700020C
                Funded by: FundRef http://dx.doi.org/10.13039/100009857, Regeneron Pharmaceuticals;
                Award ID: Not applicable
                Funded by: Office of the Administration for Strategic Preparedness and Response;
                Award ID: HHSO100201700020C
                Funded by: Department of Health and Human Services;
                Award ID: HHSO100201700020C
                Categories
                Infectious Diseases
                1506
                1706
                Original research
                Custom metadata
                unlocked

                Medicine
                patient reported outcome measures,infectious diseases,covid-19
                Medicine
                patient reported outcome measures, infectious diseases, covid-19

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